Advanced Search
MyIDEAS: Login to save this paper or follow this series

Detecting asset price bubbles with time-series methods

Contents:

Author Info

  • Taipalus, Katja

    ()
    (Bank of Finland Research)

Registered author(s):

    Abstract

    To promote the financial stability, there is a need for an early warning system to signal the formation of asset price misalignments. This research provides two novel methods to accomplish this task. Results in this research shows that the conventional unit root tests in modified forms can be used to construct early warning indicators for bubbles in financial markets. More precisely, the conventional augmented Dickey-Fuller unit root test is shown to provide a basis for two novel bubble indicators. These new indicators are tested via MC simulations to analyze their ability to signal emerging unit roots in time series and to compare their power with standard stability and unit root tests. Simulation results concerning these two new stability tests are promising: they seem to be more robust and to have more power in the presence of changing persistence than the standard stability and unit root tests. When these new tests are applied to real US stock market data starting from 1871, they are able to signal most of the consensus bubbles, defined as stock market booms for example by the IMF, and they also flash warning signals far ahead of a crash. Also encouraging are the results with these methods in practical applications using equity prices in the UK, Finland and China as the methods seem to be able to signal most of the consensus bubbles from the data. Finally, these early warning indicators are applied to data for several housing markets. In most of the cases the indicators seem to work relatively well, indicating bubbles before the periods which, according to the consensus literature, are seen as periods of sizeable upward or downward movements. The scope of application of these early warning indicators could be wide. They could be used eg to help determine the right timing for the start of a monetary tightening cycle or for an increase in countercyclical capital buffers.

    Download Info

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
    File URL: http://www.suomenpankki.fi/en/julkaisut/tutkimukset/erillisjulkaisut/Documents/E47.pdf
    Download Restriction: no

    Bibliographic Info

    Paper provided by Bank of Finland in its series Scientific Monographs with number E:47/2012.

    as in new window
    Length: 217 pages
    Date of creation: 15 Nov 2012
    Date of revision:
    Handle: RePEc:hhs:bofism:2012_047

    Contact details of provider:
    Postal: Bank of Finland, P.O. Box 160, FI-00101 Helsinki, Finland
    Web page: http://www.suomenpankki.fi/en/
    More information through EDIRC

    Related research

    Keywords: asset prices; financial crises; bubbles; indicator; unit-root;

    Find related papers by JEL classification:

    This paper has been announced in the following NEP Reports:

    References

    References listed on IDEAS
    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
    as in new window
    1. Christopher Kent & Philip Lowe, 1997. "Asset-price Bubbles and Monetary Policy," RBA Research Discussion Papers rdp9709, Reserve Bank of Australia.
    2. Thomas Dalsgaard & Jørgen Elmeskov & Cyn-Young Park, 2002. "Ongoing Changes in the Business Cycle – Evidence and Causes," Chapters in SUERF Studies, SUERF - The European Money and Finance Forum.
    3. Filipa Sá & Tomasz Wieladek, 2011. "Monetary policy, capital inflows, and the housing boom," Globalization and Monetary Policy Institute Working Paper 80, Federal Reserve Bank of Dallas.
    4. Louis K. C. Chan & Hsiu-Lang Chen & Josef Lakonishok, 2002. "On Mutual Fund Investment Styles," Review of Financial Studies, Society for Financial Studies, vol. 15(5), pages 1407-1437.
    5. Behzad T. Diba & Herschel I. Grossman, 1984. "Rational Bubbles in the Price of Gold," NBER Working Papers 1300, National Bureau of Economic Research, Inc.
    6. Campbell, John & Shiller, Robert, 1988. "Stock Prices, Earnings, and Expected Dividends," Scholarly Articles 3224293, Harvard University Department of Economics.
    7. Diba, Behzad T & Grossman, Herschel I, 1987. "On the Inception of Rational Bubbles," The Quarterly Journal of Economics, MIT Press, vol. 102(3), pages 697-700, August.
    8. De Long, J. Bradford & Shleifer, Andrei & Summers, Lawrence H. & Waldmann, Robert J., 1990. "Noise Trader Risk in Financial Markets," Scholarly Articles 3725552, Harvard University Department of Economics.
    9. Busetti, Fabio & Taylor, A. M. Robert, 2004. "Tests of stationarity against a change in persistence," Journal of Econometrics, Elsevier, vol. 123(1), pages 33-66, November.
    10. Kent Daniel & Sheridan Titman, 2006. "Market Reactions to Tangible and Intangible Information," Journal of Finance, American Finance Association, vol. 61(4), pages 1605-1643, 08.
    11. Carbó-Valverde, Santiago & Marqués-Ibáñez, David & Rodríguez Fernández, Francisco, 2011. "Securitization, bank lending and credit quality: the case of Spain," Working Paper Series 1329, European Central Bank.
    12. Marek Jarocinski & Frank R. Smets, 2008. "House prices and the stance of monetary policy," Review, Federal Reserve Bank of St. Louis, issue Jul, pages 339-366.
    13. Kenneth D. West, 1986. "A Specification Test for Speculative Bubbles," NBER Working Papers 2067, National Bureau of Economic Research, Inc.
    14. Ammer, John & Campbell, John, 1993. "What Moves the Stock and Bond Markets? A Variance Decomposition for Long-Term Asset Returns," Scholarly Articles 3382857, Harvard University Department of Economics.
    15. Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2007. "Monetary policy and stock market booms and busts in the 20th century," Working Papers 2007-020, Federal Reserve Bank of St. Louis.
    16. Manuel S. Santos & Michael Woodford, 1993. "Rational Asset Pricing Bubbles," Working Papers 9304, Centro de Investigacion Economica, ITAM.
    17. Kim, Jae-Young, 2000. "Detection of change in persistence of a linear time series," Journal of Econometrics, Elsevier, vol. 95(1), pages 97-116, March.
    18. Flood, Robert P & Garber, Peter M, 1980. "Market Fundamentals versus Price-Level Bubbles: The First Tests," Journal of Political Economy, University of Chicago Press, vol. 88(4), pages 745-70, August.
    19. Ferreira, Fernando & Gyourko, Joseph & Tracy, Joseph, 2010. "Housing busts and household mobility," Journal of Urban Economics, Elsevier, vol. 68(1), pages 34-45, July.
    20. Shiller Robert J., 2009. "Unlearned Lessons from the Housing Bubble," The Economists' Voice, De Gruyter, vol. 6(7), pages 1-2, July.
    21. John R. Nofsinger & Richard W. Sias, 1999. "Herding and Feedback Trading by Institutional and Individual Investors," Journal of Finance, American Finance Association, vol. 54(6), pages 2263-2295, December.
    22. Refet S. Gürkaynak, 2005. "Econometric tests of asset price bubbles: taking stock," Finance and Economics Discussion Series 2005-04, Board of Governors of the Federal Reserve System (U.S.).
    23. Robert J. Shiller, 1984. "Stock Prices and Social Dynamics," Cowles Foundation Discussion Papers 719R, Cowles Foundation for Research in Economics, Yale University.
    24. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2004. "Social Interaction and Stock-Market Participation," Journal of Finance, American Finance Association, vol. 59(1), pages 137-163, 02.
    25. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, MIT Press, vol. 125(1), pages 307-362, February.
    26. Figlewski, Stephen, 1979. "Subjective Information and Market Efficiency in a Betting Market," Journal of Political Economy, University of Chicago Press, vol. 87(1), pages 75-88, February.
    27. Dezhbakhsh, Hashem & Demirguc-Kunt, Asli, 1990. "On the Presence of Speculative Bubbles in Stock Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(01), pages 101-112, March.
    28. Harris, Lawrence E & Gurel, Eitan, 1986. " Price and Volume Effects Associated with Changes in the S&P 500 List: New Evidence for the Existence of Price Pressures," Journal of Finance, American Finance Association, vol. 41(4), pages 815-29, September.
    29. Alessi, Lucia & Detken, Carsten, 2009. "'Real time'early warning indicators for costly asset price boom/bust cycles: a role for global liquidity," Working Paper Series 1039, European Central Bank.
    30. Garber, Peter M, 1990. "Famous First Bubbles," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 35-54, Spring.
    31. John Y. Campbell & Robert J. Shiller, 1986. "Cointegration and Tests of Present Value Models," Cowles Foundation Discussion Papers 785, Cowles Foundation for Research in Economics, Yale University.
    32. Edward L. Glaeser & Joseph Gyourko & Albert Saiz, 2008. "Housing Supply and Housing Bubbles," NBER Working Papers 14193, National Bureau of Economic Research, Inc.
    33. Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals, and Misperceptions," NBER Working Papers 11643, National Bureau of Economic Research, Inc.
    34. Marie Christine Adam & Ariane Szafarz, 1992. "Speculative Bubbles and Financial Markets," ULB Institutional Repository 2013/689, ULB -- Universite Libre de Bruxelles.
    35. Flood, Robert P & Hodrick, Robert J, 1990. "On Testing for Speculative Bubbles," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 85-101, Spring.
    36. Nathan S. Balke & Mark E. Wohar, 2001. "Explaining stock price movements: is there a case for fundamentals?," Economic and Financial Policy Review, Federal Reserve Bank of Dallas, issue Q III, pages 22-34.
    37. Robert J. Shiller & John Y. Campbell, 1986. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," Cowles Foundation Discussion Papers 812, Cowles Foundation for Research in Economics, Yale University.
    38. Veronesi, Pietro, 1999. "Stock Market Overreaction to Bad News in Good Times: A Rational Expectations Equilibrium Model," Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 975-1007.
    39. Simon Gilchrist & Charles P. Himmelberg & Gur Huberman, 2004. "Do Stock Price Bubbles Influence Corporate Investment?," NBER Working Papers 10537, National Bureau of Economic Research, Inc.
    40. Frederic S. Mishkin, 2001. "The Transmission Mechanism and the Role of Asset Prices in Monetary Policy," NBER Working Papers 8617, National Bureau of Economic Research, Inc.
    41. John Krainer & Chishen Wei, 2004. "House prices and fundamental value," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, issue oct1.
    42. Christiano, Lawrence & Ilut, Cosmin & Motto, Roberto & Rostagno, Massimo, 2008. "Monetary policy and stock market boom-bust cycles," Working Paper Series 0955, European Central Bank.
    43. William C. Hunter & Lucy F. Ackert, 1999. "Intrinsic Bubbles: The Case of Stock Prices: Comment," American Economic Review, American Economic Association, vol. 89(5), pages 1372-1376, December.
    44. Perron, Pierre, 1990. "Testing for a Unit Root in a Time Series with a Changing Mean," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(2), pages 153-62, April.
    45. Ben Bernanke & Mark Gertler, 2000. "Monetary Policy and Asset Price Volatility," NBER Working Papers 7559, National Bureau of Economic Research, Inc.
    46. William L. Wascher & Susan W. Burch & John L. Goodman, Jr., 1986. "Economic implications of changing population trends," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Dec, pages 815-826.
    47. Garcia, R. & Perron, P., 1990. "An Anlysis Of The Real Interest Rate Under Regime Shifts," Papers 353, Princeton, Department of Economics - Econometric Research Program.
    48. Graeme Chamberlin, 2009. "Recent developments in the UK housing market," Economic and Labour Market Review, Palgrave Macmillan, vol. 3(8), pages 29-38, August.
    49. Case Karl E. & Quigley John M. & Shiller Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-34, May.
    50. Michael D. Bordo & David C. Wheelock, 2007. "Stock market booms and monetary policy in the twentieth century," Review, Federal Reserve Bank of St. Louis, issue Mar, pages 91-122.
    51. Cochrane, John H., 1991. "Volatility tests and efficient markets : A review essay," Journal of Monetary Economics, Elsevier, vol. 27(3), pages 463-485, June.
    52. Lo, Andrew W. & MacKinlay, A. Craig, 1989. "The size and power of the variance ratio test in finite samples : A Monte Carlo investigation," Journal of Econometrics, Elsevier, vol. 40(2), pages 203-238, February.
    53. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-87, September.
    54. Taylor D. Nadauld & Shane M. Sherlund, 2009. "The role of the securitization process in the expansion of subprime credit," Finance and Economics Discussion Series 2009-28, Board of Governors of the Federal Reserve System (U.S.).
    55. John Y. Campbell & John H. Cochrane, 1994. "By force of habit: a consumption-based explanation of aggregate stock market behavior," Working Papers 94-17, Federal Reserve Bank of Philadelphia.
    56. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "This Time Is Different: Eight Centuries of Financial Folly," Economics Books, Princeton University Press, edition 1, volume 1, number 8973.
    57. Froot, Kenneth A & Obstfeld, Maurice, 1991. "Intrinsic Bubbles: The Case of Stock Prices," American Economic Review, American Economic Association, vol. 81(5), pages 1189-214, December.
    58. John B. Taylor, 2007. "Housing and Monetary Policy," NBER Working Papers 13682, National Bureau of Economic Research, Inc.
    59. Thomas Dalsgaard & Jørgen Elmeskov & Cyn-Young Park, 2002. "Ongoing changes in the business cycle - evidence and causes," SUERF Studies, SUERF - The European Money and Finance Forum, number 20 edited by Morten Balling.
    60. Bill Dupor & Timothy Conley, 2004. "The Fed Response to Equity Prices and Inflation," American Economic Review, American Economic Association, vol. 94(2), pages 24-28, May.
    61. Edward L. Glaeser & Joshua D. Gottlieb & Joseph Gyourko, 2012. "Can Cheap Credit Explain the Housing Boom?," NBER Chapters, in: Housing and the Financial Crisis, pages 301-359 National Bureau of Economic Research, Inc.
    62. James H. Stock & Mark W. Watson, 1994. "Evidence on Structural Instability in Macroeconomic Time Series Relations," NBER Technical Working Papers 0164, National Bureau of Economic Research, Inc.
    63. Kim, Tae-Hwan & Leybourne, Stephen & Newbold, Paul, 2002. "Unit root tests with a break in innovation variance," Journal of Econometrics, Elsevier, vol. 109(2), pages 365-387, August.
    64. Simon van Norden & Huntley Schaller, 2002. "Fads or bubbles?," Empirical Economics, Springer, vol. 27(2), pages 335-362.
    65. Bohl, Martin T. & Siklos, Pierre L., 2004. "The present value model of U.S. stock prices redux: a new testing strategy and some evidence," The Quarterly Review of Economics and Finance, Elsevier, vol. 44(2), pages 208-223, May.
    66. Carroll, Christopher D. & Otsuka, Misuzu & Slacalek, Jiri, 2010. "How large are housing and financial wealth effects? A new approach," Working Paper Series 1283, European Central Bank.
    67. Sergio Rebelo & Martin Eichenbaum & Craig Burnside, 2012. "Understanding Booms and Busts in Housing Markets," 2012 Meeting Papers 114, Society for Economic Dynamics.
    68. Peter C. B. Phillips & Shu-Ping Shi & Jun Yu, 2012. "Testing for Multiple Bubbles," Working Papers 13-2012, Singapore Management University, School of Economics.
    69. M.F. Bryan & S.G. Cecchetti & R. O'Sullivan, 2001. "Asset Prices in the Measurement of Inflation," DNB Staff Reports (discontinued) 62, Netherlands Central Bank.
    70. Banerjee, Anindya & Lumsdaine, Robin L & Stock, James H, 1992. "Recursive and Sequential Tests of the Unit-Root and Trend-Break Hypotheses: Theory and International Evidence," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(3), pages 271-87, July.
    71. Ellen R. McGrattan & Edward C. Prescott, 2001. "Is the Stock Market Overvalued?," NBER Working Papers 8077, National Bureau of Economic Research, Inc.
    72. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-45, November.
    73. Shiller, Robert J. & Perron, Pierre, 1985. "Testing the random walk hypothesis : Power versus frequency of observation," Economics Letters, Elsevier, vol. 18(4), pages 381-386.
    74. Ben S. Bernanke & Mark Gertler, 2001. "Should Central Banks Respond to Movements in Asset Prices?," American Economic Review, American Economic Association, vol. 91(2), pages 253-257, May.
    75. Bayoumi, Tamim A, 1993. "Financial Deregulation and Consumption in the United Kingdom," The Review of Economics and Statistics, MIT Press, vol. 75(3), pages 536-39, August.
    76. William N. Goetzmann & Liang Peng & Jacqueline Yen, 2009. "The Subprime Crisis and House Price Appreciation," NBER Working Papers 15334, National Bureau of Economic Research, Inc.
    77. Fama, Eugene F, 1991. " Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-617, December.
    78. Steve Leybourne & Paul Newbold & Tae-Hwan Kim, 2003. "Examination Of Some More Powerful Modifications Of The Dickey- Fuller Test," Econometrics 0311007, EconWPA.
    79. Nadauld, Taylor D. & Sherlund, Shane M., 2009. "The Role of the Securitization Process in the Expansion of Subprime Credit," Working Paper Series 2009-9, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    80. Cutler, David M & Poterba, James M & Summers, Lawrence H, 1991. "Speculative Dynamics," Review of Economic Studies, Wiley Blackwell, vol. 58(3), pages 529-46, May.
    81. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-36, July.
    82. Hirshleifer, David & Teoh, Siew Hong, 2001. "Herd Behavior and Cascading in Capital Markets: A Review and Synthesis," MPRA Paper 5186, University Library of Munich, Germany.
    83. Ted Temzelides & Cyril Monnet & Marie Hoerova, 2008. "Public Information and Monetary Policy," 2008 Meeting Papers 5, Society for Economic Dynamics.
    84. Giuseppe Cavaliere & A. M. Robert Taylor, 2006. "Testing for a change in persistence in the presence of non-stationary volatility," Discussion Papers 06/04, University of Nottingham, Granger Centre for Time Series Econometrics.
    85. Allen, Franklin & Gale, Douglas, 2000. "Bubbles and Crises," Economic Journal, Royal Economic Society, vol. 110(460), pages 236-55, January.
    86. Stephen Leybourne & Tae-Hwan Kim & Vanessa Smith & Paul Newbold, 2003. "Tests for a change in persistence against the null of difference-stationarity," Econometrics Journal, Royal Economic Society, vol. 6(2), pages 291-311, December.
    87. Frederic S. Mishkin, 1980. "Are Market Forecasts Rational?," NBER Working Papers 0507, National Bureau of Economic Research, Inc.
    88. Robert J. Shiller, 2003. "From Efficient Markets Theory to Behavioral Finance," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 83-104, Winter.
    89. Harvey, David I. & Leybourne, Stephen J. & Taylor, A.M. Robert, 2006. "Modified tests for a change in persistence," Journal of Econometrics, Elsevier, vol. 134(2), pages 441-469, October.
    90. Agnello, Luca & Schuknecht, Ludger, 2009. "Booms and busts in housing markets: determinants and implications," Working Paper Series 1071, European Central Bank.
    91. Ajayi, Richard A. & Karemera, David, 1996. "A variance ratio test of random walks in exchange rates: Evidence from Pacific Basin economies," Pacific-Basin Finance Journal, Elsevier, vol. 4(1), pages 77-91, May.
    92. Andrew W. Lo, A. Craig MacKinlay, 1988. "Stock Market Prices do not Follow Random Walks: Evidence from a Simple Specification Test," Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 41-66.
    93. Evans, George W, 1991. "Pitfalls in Testing for Explosive Bubbles in Asset Prices," American Economic Review, American Economic Association, vol. 81(4), pages 922-30, September.
    94. Andrew J. Filardo, 2000. "Monetary policy and asset prices," Economic Review, Federal Reserve Bank of Kansas City, issue Q III, pages 11-37.
    95. Kosuke Aoki & James Proudman & Gertjan Vlieghe, 2002. "Houses as collateral: has the link between house prices and consumption in the U.K. changed?," Economic Policy Review, Federal Reserve Bank of New York, issue May, pages 163-177.
    96. Simon van Norden & Robert Vigfusson, 1996. "Avoiding the Pitfalls: Can Regime-Switching Tests Detect Bubbles?," Meeting papers 9603001, EconWPA.
    97. Tirole, Jean, 1982. "On the Possibility of Speculation under Rational Expectations," Econometrica, Econometric Society, vol. 50(5), pages 1163-81, September.
    98. Allen, Franklin & Gorton, Gary, 1993. "Churning Bubbles," Review of Economic Studies, Wiley Blackwell, vol. 60(4), pages 813-36, October.
    99. Shiller Robert J., 2006. "Long-Term Perspectives on the Current Boom in Home Prices," The Economists' Voice, De Gruyter, vol. 3(4), pages 1-11, March.
    100. Nagy, John, 1997. "Do Vacancy Decontrol Provisions Undo Rent Control?," Journal of Urban Economics, Elsevier, vol. 42(1), pages 64-78, July.
    101. anonymous, 2004. "Asset prices and monetary policy," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 67, march.
    102. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    103. In Choi & Bhum Suk Chung, 1995. "Sampling frequency and the power of tests for a unit root: A simulation study," Economics Letters, Elsevier, vol. 49(2), pages 131-136, August.
    104. LeRoy, Stephen F & Porter, Richard D, 1981. "The Present-Value Relation: Tests Based on Implied Variance Bounds," Econometrica, Econometric Society, vol. 49(3), pages 555-74, May.
    105. Hamilton, James D, 1986. "On Testing for Self-fulfilling Speculative Price Bubbles," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(3), pages 545-52, October.
    106. Xavier Vives, 1992. "The Speed of Information Revelation in a Financial Market Mechanism," CEPR Financial Markets Paper 0016, European Science Foundation Network in Financial Markets, c/o C.E.P.R, 77 Bastwick Street, London EC1V 3PZ.
    107. Whang, Yoon-Jae & Kim, Jinho, 2003. "A multiple variance ratio test using subsampling," Economics Letters, Elsevier, vol. 79(2), pages 225-230, May.
    108. Eugene White & Frederic Mishkin, 2002. "U.S.Stock Market Crashes and Their Aftermath: Implications for Monetary Policy," Departmental Working Papers 200208, Rutgers University, Department of Economics.
    109. Funke, Michael & Hall, Stephen & Sola, Martin, 1994. "Rational bubbles during Poland's hyperinflation: Implications and empirical evidence," European Economic Review, Elsevier, vol. 38(6), pages 1257-1276, June.
    110. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    111. repec:fip:fedgsq:y:2010:x:4 is not listed on IDEAS
    112. Muellbauer, John & Murphy, Anthony, 1997. "Booms and Busts in the UK Housing Market," Economic Journal, Royal Economic Society, vol. 107(445), pages 1701-27, November.
    113. Jeske, Karsten & Liu, Zheng, 2013. "Should The Central Bank Be Concerned About Housing Prices?," Macroeconomic Dynamics, Cambridge University Press, vol. 17(01), pages 29-53, January.
    114. Detken, Carsten & Smets, Frank, 2004. "Asset price booms and monetary policy," Working Paper Series 0364, European Central Bank.
    115. Kelly, M. & O'Grada, C., 1999. "Market Contagion: Evidence from the Panics of 1854 and 1857," Papers 99/19, College Dublin, Department of Political Economy-.
    116. Helmut Luetkepohl & Pentti Saikkonen, 2000. "Testing for a Unit Root in a Time Series with a Level Shift at Unknown Time," Econometric Society World Congress 2000 Contributed Papers 0342, Econometric Society.
    117. Richard H. Thaler, 2000. "From Homo Economicus to Homo Sapiens," Journal of Economic Perspectives, American Economic Association, vol. 14(1), pages 133-141, Winter.
    118. Lease, Ronald C & Lewellen, Wilbur G & Schlarbaum, Gary G, 1974. "The Individual Investor: Attributes and Attitudes," Journal of Finance, American Finance Association, vol. 29(2), pages 413-33, May.
    119. Jonathan McCarthy & Richard W. Peach, 2004. "Are home prices the next "bubble"?," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 1-17.
    120. Schwert, G William, 1989. "Tests for Unit Roots: A Monte Carlo Investigation," Journal of Business & Economic Statistics, American Statistical Association, vol. 7(2), pages 147-59, April.
    121. Taylor, A M Robert, 2002. "Regression-Based Unit Root Tests with Recursive Mean Adjustment for Seasonal and Nonseasonal Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 269-81, April.
    122. Hassler, Uwe & Wolters, Jurgen, 1994. "On the power of unit root tests against fractional alternatives," Economics Letters, Elsevier, vol. 45(1), pages 1-5, May.
    123. Taipalus, Katja, 2006. "Bubbles in the Finnish and US equities markets," Scientific Monographs E:35/2006, Bank of Finland.
    124. Banerjee, Abhijit V, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, MIT Press, vol. 107(3), pages 797-817, August.
    125. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-72, June.
    126. Shleifer, Andrei, 1986. " Do Demand Curves for Stocks Slope Down?," Journal of Finance, American Finance Association, vol. 41(3), pages 579-90, July.
    127. Shleifer, Andrei & Summers, Lawrence H, 1990. "The Noise Trader Approach to Finance," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 19-33, Spring.
    128. Joseph P. Byrne & Roger Perman, 2006. "Unit Roots and Structural Breaks: A Survey of the Literature," Working Papers 2006_10, Business School - Economics, University of Glasgow.
    129. Xiao, Zhijie & Phillips, Peter C. B., 2002. "A CUSUM test for cointegration using regression residuals," Journal of Econometrics, Elsevier, vol. 108(1), pages 43-61, May.
    130. Craine, Roger, 1993. "Rational bubbles : A test," Journal of Economic Dynamics and Control, Elsevier, vol. 17(5-6), pages 829-846.
    131. Matteo Iacoviello & Stefano Neri, 2008. "Housing market spillovers: Evidence from an estimated DSGE model," Temi di discussione (Economic working papers) 659, Bank of Italy, Economic Research and International Relations Area.
    132. Hamilton, James D. & Whiteman, Charles H., 1985. "The observable implications of self-fulfilling expectations," Journal of Monetary Economics, Elsevier, vol. 16(3), pages 353-373, November.
    133. Robert J. Shiller, 1987. "Investor Behavior in the October 1987 Stock Market Crash: Survey Evidence," NBER Working Papers 2446, National Bureau of Economic Research, Inc.
    134. Shiller, Robert J, 1981. "Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?," American Economic Review, American Economic Association, vol. 71(3), pages 421-36, June.
    135. Robin L. Lumsdaine & David H. Papell, 1997. "Multiple Trend Breaks And The Unit-Root Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 212-218, May.
    136. Wu, Yangru, 1997. "Rational Bubbles in the Stock Market: Accounting for the U.S. Stock-Price Volatility," Economic Inquiry, Western Economic Association International, vol. 35(2), pages 309-19, April.
    137. Timothy Cogley, 1999. "Should the Fed take deliberate steps to deflate asset price bubbles?," Economic Review, Federal Reserve Bank of San Francisco, pages 42-52.
    138. Shleifer, Andrei, 2000. "Inefficient Markets: An Introduction to Behavioral Finance," OUP Catalogue, Oxford University Press, number 9780198292272.
    139. Chang, Eric C. & Cheng, Joseph W. & Khorana, Ajay, 2000. "An examination of herd behavior in equity markets: An international perspective," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1651-1679, October.
    140. Zacharias Psaradakis & Martin Sola & Fabio Spagnolo, 2004. "On Markov error-correction models, with an application to stock prices and dividends," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(1), pages 69-88.
    141. Claudio E. V. Borio & Philip Lowe, 2004. "Securing sustainable price stability: should credit come back from the wilderness?," BIS Working Papers 157, Bank for International Settlements.
    142. Robert J. Shiller, 1984. "Stock Prices and Social Dynamics," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 15(2), pages 457-510.
    143. Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-30, June.
    144. repec:ebl:ecbull:v:3:y:2002:i:8:p:1-7 is not listed on IDEAS
    145. Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, MIT Press, vol. 124(4), pages 1449-1496, November.
    146. Jane Dokko & Brian Doyle & Michael T. Kiley & Jinill Kim & Shane Sherlund & Jae Sim & Skander Van den Heuvel, 2009. "Monetary policy and the housing bubble," Finance and Economics Discussion Series 2009-49, Board of Governors of the Federal Reserve System (U.S.).
    147. Russ Wermers, 1999. "Mutual Fund Herding and the Impact on Stock Prices," Journal of Finance, American Finance Association, vol. 54(2), pages 581-622, 04.
    148. Koustas, Zisimos & Serletis, Apostolos, 2005. "Rational bubbles or persistent deviations from market fundamentals?," Journal of Banking & Finance, Elsevier, vol. 29(10), pages 2523-2539, October.
    149. Chan, Louis K C & Jegadeesh, Narasimhan & Lakonishok, Josef, 1996. " Momentum Strategies," Journal of Finance, American Finance Association, vol. 51(5), pages 1681-1713, December.
    150. Meredith Beechey & David Gruen & James Vickery, 2000. "The Efficient Market Hypothesis: A Survey," RBA Research Discussion Papers rdp2000-01, Reserve Bank of Australia.
    151. Tirole, Jean, 1985. "Asset Bubbles and Overlapping Generations," Econometrica, Econometric Society, vol. 53(6), pages 1499-1528, November.
    152. Rogalski, Richard J, 1984. " New Findings Regarding Day-of-the-Week Returns over Trading and Non-trading Periods: A Note," Journal of Finance, American Finance Association, vol. 39(5), pages 1603-14, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Lists

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    Statistics

    Access and download statistics

    Corrections

    When requesting a correction, please mention this item's handle: RePEc:hhs:bofism:2012_047. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Minna Nyman) or (Päivi Määttä).

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.